Animation Nodes - Why Time info Node does not update Frames?
You need to assign scene for the Node Tree. The option can be found in N-panel of Animation Nodes window.
For Blender 2.8+

for older versions of Blender.

Just click on drop down menu and select the scene which you are currently working on.